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report the results of the proposed probabilistic active trading strategy for both the Deep-Learning model. and the SVM model., as well as the buy-and-hold investing strategy are
Figure 2: Slope of a simple linear regression as a function of past horizon τ < (in log scale) for (black symbols) futures daily data and (grey symbols) spot monthly data.. Plain
The studies reveal at least four fundamentally distinct channels for the propagation and amplification of shocks within the financial system and to the macroeconomy: (i)
boosting method is using numerical response variable, while random forest is. through
With only minimal ingredients, this model is able to capture the aggregate e ff ect of idiosyncratic shocks to aver- aged economic output growth measures.. It thereby establishes
particular, we compare the performance of the different solution methods for the subset selection problem, analyze the dependency of optimal hedging portfolio and hedging error on
We apply the theory to set up a variance-optimal semi-static hedging strategy for a variance swap in both the Heston and the 3/2-model, the latter of which is a non-affine
Instead of trying to develop a model which takes accurate noise into consideration, we aim to develop in this paper a modified L´evy jump diffusion model with market sentiment memory